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Process capability for non normal data

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  • #32202

    fernando
    Participant

    I have to carry out a process capability with non normal data. They refer to days of delay in delivery some documents. I’m thinking to use a capability index like this:
    Cp=(USL-LSL)/(Up-Lp)
    where Up and Lp are the percentiles 99.865% and 0.135% respectively.
    Cpk=min((USL-Median)/(Up-Median); (Median-Lp)/(Median-Lp))
    I’d like to know if in your opinion it is correct or there’s an easier way to estimate the capability of my process. Furthermore I ask you if there’s any limitation to the use of this index.
     
    Many thanks to all you,
    Fernando
     
     
     
     

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    #85658

    Robert Butler
    Participant

      Your proposal looks to be in agreement with Chapter 8 – Capability for Non-Normal Data in Bothe’s book Measuring Process Capability.  From that standpoint it would appear that you are correct.  According to Bothe (pp.438) the drawbacks are as follows:
    “However, on account of the units of measurements associated with this measure (the equivalent 6 sigma long term spread) the equivalent 6 sigma long term for one type of process cannot easily be compared to the equivalent 6 sigma long term of another.”
    ” Another disadvantage is that meeasurement data must be plotted on NOPP to determint the percentiles, which does require some time.”

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